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https://issues.apache.org/jira/browse/ACCUMULO-1083?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Luke Brassard updated ACCUMULO-1083:
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Attachment: walog-replication-factor-performance.jpg
Here are the updated results, which show the performance gains expected from
tweaking the {{tserver.wal.replication}} setting.
||version||walog replication||MB/sec/node||entries ingested||
|accumulo-1.4.2|default|6.691|1024000000|
|accumulo-1.4.2|false|23.583|4096000000|
|accumulo-1.5.0-SNAPSHOT|default|5.734|1024000000|
|accumulo-1.5.0-SNAPSHOT|2|8.366|1024000000|
|accumulo-1.5.0-SNAPSHOT|1|14.883|1024000000|
|accumulo-1.5.0-SNAPSHOT|false|27.321|4096000000|
I ran the tests and cleared the results
I've included another screenshot that illustrates the tests with walogs at 2,
1, and none.
> add concurrency to HDFS write-ahead log
> ---------------------------------------
>
> Key: ACCUMULO-1083
> URL: https://issues.apache.org/jira/browse/ACCUMULO-1083
> Project: Accumulo
> Issue Type: Improvement
> Components: tserver
> Reporter: Adam Fuchs
> Fix For: 1.6.0
>
> Attachments: walog-performance.jpg,
> walog-replication-factor-performance.jpg
>
>
> When running tablet servers on beefy nodes (lots of disks), the write-ahead
> log can be a serious bottleneck. Today we ran a continuous ingest test of
> 1.5-SNAPSHOT on an 8-node (plus a master node) cluster in which the nodes had
> 32 cores and 15 drives each. Running with write-ahead log off resulted in a
> >4x performance improvement sustained over a long period.
> I believe the culprit is that the WAL is only using one file at a time per
> tablet server, which means HDFS is only appending to one drive (plus
> replicas). If we increase the number of concurrent WAL files supported on a
> tablet server we could probably drastically improve the performance on
> systems with many disks. As it stands, I believe Accumulo is significantly
> more optimized for a larger number of smaller nodes (3-4 drives).
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